Signal injection

Neural ransomware

Eavesdropping / signal interception

Man-in-the-middle

Quantum tunneling exploit

Davydov soliton attack

Protocol manipulation

Command hijacking

RF false brainwave injection

ELF neural entrainment

Intermodulation (BCI signal weaponized)

Pulsed microwave (Frey effect)

Temporal interference (deep targeting)

Envelope modulation (stealth carrier)

Directed energy (thermal I0 damage)

Professor X backdoor (training-time)

Transfer learning backdoor

Adversarial filter attack

Universal adversarial perturbation (UAP)

Membership inference on neural data

Federated gradient leakage

Neurofeedback falsification

Closed-loop perturbation cascade

Training data poisoning (model bias injection)

Neuronal jamming

Neuronal flooding

Neuronal scanning

Neural selective forwarding

Neural DoS (stimulation flood)

Motor hijacking

Battery drain attack (resource depletion)

Identity spoofing (neural biometric)

Identity erosion (long-term personality drift)

Working memory poisoning

P300 interrogation

Thought decoding (covert speech)

Agency manipulation

Brainprint theft

Self-model corruption

Neurophishing

Cognitive biometric inference

BLE/RF side-channel

Supply chain compromise (firmware backdoor)

Cloud infrastructure attack

Harvest-now-decrypt-later

OTA firmware weaponization

Mass BCI compromise (platform attack)

Electrode compromise (physical tamper)

Wireless authentication bypass

Hardware fault injection (voltage/EM glitching)

Neural data privacy breach

ERP harvesting

Cognitive state capture

Memory extraction

BCI cognitive warfare

Neuro-surveillance

Network mapping (BCI topology)

Calibration poisoning

Pattern lock (learned pathway persistence)

Memory implant (cross-session persistence)

Coherence mimicry

Gradual drift (slow parameter shift)

Noise injection (detection masking)

User consent fatigue (neural permission flooding)

Algorithmic psychosis induction (recommendation weaponization)

Slow drift / boiling frog (adiabatic phase space manipulation)

Phase dynamics replay/mimicry (GAN-synthesized or RF-injected neural trajectories)

Bifurcation forcing (critical parameter manipulation to trigger neural state transitions)

Separatrix leakage (meta-biometric extraction from dynamical transition observations)

Integrator/resonator type switching (tonic excitability manipulation)

Baseline adaptation poisoning (re-enrollment window exploitation)

Transducer inversion (acoustic eavesdropping via speaker-to-microphone reprogramming)

Ear-canal neural eavesdropping via modified consumer earbud (supply chain in-ear EEG)

Cognitive inference from longitudinal in-ear EEG (personalized cognitive profiling)

Ultrasonic sonar vital sign extraction (inaudible Doppler physiological sensing)

Haptic motor body sonar (taptic engine repurposing for tissue impedance profiling)

IR vascular mapping via Face ID system (NIR hemoglobin absorption imaging)

LiDAR remote pulse detection (laser Doppler vibrometry for cardiac waveform extraction)

Ear canal acoustic fingerprinting (ANC echo profiling for covert identification)

Gyroscope acoustic eavesdropping (MEMS speech capture via resonant frequency aliasing)

Accelerometer speech reconstruction (vibration-to-audio via surface-coupled MEMS)

Ultrasonic cross-device tracking (inaudible beacon correlation for user identification)

Acoustic keystroke inference (typing sound classification for credential extraction)

Remote photoplethysmography (camera-based pulse and blood oxygen extraction)

Eye tracking cognitive state inference (gaze pattern analysis for attention and intent profiling)

Ambient light sensor side-channel exfiltration (screen content inference via reflected light)

Accelerometer keystroke inference (touchscreen tap localization for PIN/password recovery)

Gait biometric identification (IMU-based walking pattern fingerprint for persistent tracking)

Tremor and movement neurological profiling (IMU-based motor disorder detection and health inference)

WiFi CSI passive body sensing (through-wall vital signs, 3D pose reconstruction, respiratory and gait biometric inference via dedicated or commodity WiFi hardware)

BLE physical-layer device fingerprinting (radio frequency imperfection tracking)

Thermal facial stress and emotion inference (IR thermography for autonomic nervous system state extraction)

PPG pulse waveform biometric identification (cardiac signature fingerprinting via wearable optical sensor)

Magnetometer speaker-leakage eavesdropping (magnetic field emanation capture from speaker voice coils)

Acoustic-to-neural profiling pipeline (consumer earbud escalation from audio to cognitive exploitation)

Multi-modal biometric fusion attack (cross-sensor identity correlation for persistent tracking)

Cross-device physiological correlation (phone + watch + earbuds comprehensive health profiling)

WiFi + camera passive surveillance fusion (through-wall presence detection with visual identification)

Consumer-sensor-to-BCI kill chain escalation (pre-implant reconnaissance and cognitive priming via consumer devices)

Neural steganographic encoding (inaudible audio watermarking for covert neural command/biofingerprint channel)

Multi-modal keystroke inference via acoustic-optical-RF fusion (password/input recovery without mic/camera permissions)

Passive facial geometry estimation via display-as-illuminator inverse photometry (presence/orientation detection without camera)

SSVEP Frequency Hijack via Imperceptible Display Flicker

Neural spoofing

Neural sybil

Neural sinkhole

Neural nonce replay

Neuromorphic mimicry attack (synaptic weight tampering)

Data alignment exploitation

Vestibular balance profiling

GVS motion illusion injection

Vestibular-ocular reflex manipulation

Cochlear-vestibular crosstalk exploitation

Vestibular overload (vertigo induction)

Cumulative tissue excitability shift

Progressive reward pathway desensitization

Incremental memory consolidation interference

Cumulative speech degradation

Delayed emotional baseline shift

Latent cognitive decline via chronic electrode micromotion

Sleep architecture manipulation

Chronic epileptogenic focus creation (kindling)

Structural motor pathway reorganization

Autobiographical narrative coherence disruption

Longitudinal neural fingerprint extraction

Progressive visual response mapping

Acute fear circuit activation

Hedonic tone suppression

Emotional flooding (affect overload)

Empathy circuit disruption

Speech production hijacking

Comprehension interference

Visual cortex overstimulation

Cochlear implant overstimulation

Neural pathway chaining (off-target propagation exploitation)

Transcranial photobiomodulation (670/808nm)

UCNP-mediated optogenetic dopamine release (980nm)

HUP photovoltaic nanoparticle dopamine stimulation (980nm)

Photothermal gold nanoparticle TRPV1 dopamine activation

Infrared neural stimulation (1875nm fiber contact)

Magnetothermal nanoparticle TRPV1 stimulation (AMF)

SICI-TMS GABA-A cortical inhibition (short-interval paired-pulse)

LICI-TMS GABA-B long-interval cortical inhibition (suprathreshold paired-pulse)

cTBS GABAergic LTD interneuron upregulation (theta-burst GABA increase)

Anodal tDCS polarity-specific GABA depletion (MRS-measured)

Gamma-tACS PV-interneuron GABA-A modulation (40Hz contact entrainment)

FUS thalamic GABAergic suppression (acoustic GABA reduction)

GENUS gamma-sensory entrainment of PV+ GABAergic interneurons (non-contact 40Hz)

Implanted VNS cholinergic cortical manipulation via nucleus basalis

Transcutaneous auricular VNS (tVNS) cholinergic modulation

TMS cholinergic cortical perturbation via mAChR (40-63ms TEP)

AChE inhibition BCI signal corruption (organophosphate exposure)

Cholinergic medication status inference from BCI EEG spectral biomarkers

VNS disynaptic serotonin upregulation (NTS->LC->DRN pathway)

Transcranial focused ultrasound DRN serotonin release (Piezo1/TRPA1 mechanotransduction)

High-frequency electroacupuncture dorsal raphe serotonin drive (100Hz peripheral afferent)

Acute tryptophan depletion — serotonin precursor starvation via LAT1 competition

Silent excitatory/inhibitory ratio manipulation (sub-threshold seizure priming)

LIFU astrocytic gliotransmission (acoustic TRPA1->extrasynaptic NMDA)

FUS-BBB breach as excitotoxic glutamate priming vector

Cortical spreading depression initiation (autonomous glutamate wave)